February 27, 2021

Transformer FLOPs vs CNN FLOPs Speed [R]

A 2D CNN I have takes as input a batch of size (32,3,256,456) and takes about 30G FLOPs for this forward pass. (efficientnet b0, ~5m parameters) […]
February 27, 2021

[D] Any interest in BERT-related acceleration? (Nx)

I'm a graduate student on the east coast working with a postdoc researcher focused on ML acceleration. We are trying to see what pain points researchers […]
February 28, 2021

[D]Clustering point clouds

Hi, I am building a model which is supposed to determine the parameters (shape, size, position) of 3D objects represented as point clouds. For a single […]
February 28, 2021

[D] Is there any alternative to DL to multivariate time series forecasting?

I am researching the use of Deep Learning models to forecast multivariate time series, and I want to comparate my results with some basics Machine Learning […]